Edit Project

kidney stone detection by labeling

Object Detection

Dataset Versions

Try Pre-Trained Model

v27

2023-06-19 4:19am

Generated on Jun 19, 2023

Download Dataset

Popular Download Formats

YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

Other Formats

Choose another format.

3017 Total Images

View All Images

Dataset Split

Train Set 92%

2770Images

Valid Set 4%

126Images

Test Set 4%

121Images

Preprocessing

Auto-Orient: Applied

Static Crop: 14-86% Horizontal Region, 14-86% Vertical Region

Resize: Stretch to 260x260

Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Similar Projects

1991 images

Object Detection Model yolov8 yolov8s snap

kidney stone detection *****

Jimma university 1

1633 images1 model

Object Detection Model snap

kidkey-stone-only

KidneyStone

1399 images2 models

Object Detection Model snap

tesis

proyecto 1

2230 images1 model

Object Detection

KIDNEY STONE DETECTION

Jimma university 1

2407 images